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THE SADDEST TWEETERS LIVE IN TEXAS

Melody Kramer for National Geographic - Published May 29, 2013

Researchers analyzed ten million tweets to map happiness in the U.S.

Average word happiness for geotagged tweets in U.S. states collected in 2011. Redder states have higher averages and bluer states have lower averages.

Image courtesy Mitchell et al, PLoS ONE

The town of Beaumont is known as "Texas … with a little something extra." But the industrial town along the Gulf Coast now has a more dubious distinction: It's been named the saddest city in America—at least, if you're measuring sadness on Twitter.

That's according to a group of researchers at the Vermont Complex Systems Center, who analyzed over 80 million words from more than ten million geotagged tweets written throughout 2011. The results of their study, published Wednesday in the journal PLoS ONE, showed that the happiest tweeters in the U.S. live in Napa, California, and their sad counterparts live mostly in the Rust Belt and along the Gulf Coast border.

"You can infer a lot of information about an area based on what people are writing on Twitter," says Christopher Danforth, a mathematician and a co-author of the study.

Danforth explains how his team measured the emotional state of a tweet: They created a simple computer algorithm to analyze the words within the tweets themselves. Each word was measured on a happiness scale, which his team had previously created using paid workers from Amazon's Mechanical Turk service. The workers were asked to score more than 10,000 common English words on a happiness scale from 1 to 9. Words like "laughter," "love," "rainbow," and "smile" made the top of the list; at the very bottom—unsurprisingly—were words like "terrorist," "ugly," "cancer," "die," and "fatal."

A GEOGRAPHY OF HAPPINESS

Using that list, researchers then collected tweets from more than 300 separate cities and towns across the United States and created an algorithm to assess how frequently "happy" words occurred vs. how frequently "sad" words occurred in different places. For example, people in Napa were much more likely to tweet the word "hope" than were their counterparts living along the Gulf Coast.

"The differences in the words people used told us a lot about the cities themselves," says Lewis Mitchell, a mathematician and the study's lead author. "Essentially we were able to create a geography of happiness."

Many of the places at the very top of the list— Hawaii, Maine, and Napa—are also top vacation spots. A previous study by the same researchers indicated that people tend to use less-negative words when they're far away from home. But other places near the top of the list—like Green Bay, Wisconsin, and Spokane, Washington—aren't really tourist destinations.

The researchers say they plan to look at tourism's role in a future study. They also plan to analyze tweets in other languages. The current study looks only at tweets written in English, which could skew data in parts of the United States where many people tweet in Spanish.

In addition, the researchers plan to look at profanity more closely. Their current findings suggest that one of the major driving forces in a city's happiness—or lack thereof—is how frequently people use curse words in their tweets.

"People curse more and more as the day goes on," says Danforth, "but there are definitely places where profanity is more common. In the South, more people are cursing on Twitter. It's a tapestry of negative words."

TRENDING SADDER

He notes that many of the cities close to the bottom of their happiness list also rank low on other lists that measure factors like health outcomes and quality of life.

"The people at the bottom of our list live in states that are more socioeconomically depressed and where more natural disasters occur," he says."There are higher rates of poverty, and the median incomes are lower."

This might explain why places like Beaumont and Shreveport, Louisiana, have sadder tweets. But it doesn't explain one surprising finding: Tweets across the country are getting sadder, in general.

"If you go through all of the demographics since 2008, it's getting sadder everywhere," says Mitchell. "There's a strong downward trend. We don't know why this is."

He recently made a Twitter account— @geographyofhapp—that tracks the happiest and saddest cities on Twitter on a daily basis. But his own personal Twitter account—@dr_pyser— remains cheerfully optimistic.

"I try to be more conscious of what I'm talking about online and the way I talk about it," says Mitchell. "I try to put my best self out there."

http://news.nationalgeographic.com/news/2013/05/130529-saddest-happieststates-twitter-texas-maine-hawaii-california/y

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How being bilingual can boost your career

Whether you’re fresh out of college or a seasoned executive, insiders agree that fluency in a second language can not only help you stand out among prospective employers, it can also open doors to opportunities that those without foreign language skills might miss. 

In today’s global economy, the ability to communicate in another language has become a significant advantage in the workforce. Research has found that people who speak at least one foreign language have an average annual household income that’s $10,000 higher than the household income of those who only speak English. And about 17 percent of those who speak at least one foreign language earn more than $100,000 a year. 

A recent survey found that nearly 9 out of 10 headhunters in Europe, Latin America, and Asia say that being at least bilingual is critical for success in today’s business environment. And 66 percent of North American recruiters agreed that being bilingual will be increasingly important in the next 10 years. 

“In today’s global economy you really have to understand the way business is done overseas to maximize your potential. A second language equips you for that,” says Alister Wellesley, managing partner of a Connecticut-based recruiting firm. “If you’re doing business overseas, or with someone from overseas, you obtain a certain degree of respect if you’re able to talk in their native language.” 

Language skills can also be key for service industries. At the Willard InterContinental Washington, a luxury hotel a few blocks from the White House, a staff of about 570 represents 42 nations, speaking 19 languages. The Willard’s front-of-house employees such as the concierge speak at least two languages. Bilingualism is not an absolute requirement, but it is desirable, according to Wendi Colby, director of human resources. 

Workers with skills in a second language may have an edge when it comes to climbing Willard’s professional ladder. “The individual that spoke more languages would have a better chance for a managerial role, whatever the next level would be,” Colby says. “They are able to deal with a wide array of clients, employees.” 

So which languages can give you a leg up on the job market? Insiders agree the most popular – and marketable – languages are Spanish, German, French, Italian, Russian and Japanese, with a growing emphasis on Mandarin, given China’s booming economy. So let’s learn Mandarin!

“We see demand from a full range of industries,” says Wellesley. “Actually it depends on which company you’re working for and the country in which they’re located.” 

Adapted from: LATHAM-KOENIG, Christina & OXENDEN, Clive. American English File 5. 2nd edition. Oxford: OUP, 2018. 

The true potential of technology to change behavior

    Technology could successfully change behaviours where decades of campaigns and legislation have failed. With the quantified self already walking among us and the internet of things within easy reach, digital technology is creating unprecedented opportunities to encourage, enable and empower more sustainable behaviours.

     If we are to unlock the power of technology we must be more ambitious than simply digitising analogue strategies or creating another communications channel.

    The true potential of technology lies in its ability to do things that nothing else can do. In behaviour change terms, the potential to succeed where decades of education programmes, awareness campaigns and product innovation have failed; to make a difference where government policy and legislation has had limited impact.

    Using behavioural insights, it is possible to highlight the bottlenecks, drop out points and achilles heels of traditional behaviour change efforts — the reasons why we have failed in the past — and apply the unique possibilities of technology to these specific challenges.

    Overcoming our limitations

    Luckily, the history of the human race is almost defined by its ability to invent stuff that bolsters its feeble capabilities. That stuff is, of course, what we generically refer to as 'technology'. And in the same way that the internal combustion engine and the light bulb allow us to overcome our relatively feeble powers of motion and perception, so digital technology can be directed to overcoming our relatively feeble powers of reasoning, selfcontrol, motivation, self-awareness and agency—the factors that make behaviour change so difficult.

    Herein lies the true potential of technology: not in the laboratory or the workshop, but in an understanding of the behavioural dynamics that define the human condition, both generally and within the context of a specific user-group, market segment or community.

Fonte: JOHNSON, Steven. Recognising the true potential of technology to change behaviour. Disponível em:<https://www.theguardian.com/sustainablebusiness/behavioural-insights/true-potential-technology-change-behaviour> 

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REFERS TO QUESTION

Lessons for Americans, From a Chines Classroom

Observing how Chinese 2- and 3-year-olds navigated a second language, I wondered whether I could have done this for my children.

SHANGHAI — We sat in toddler-size wooden chairs around an orderly circle of Chinese 2-year-olds, busy with circle time. As a parent of three children who collectively spent 15 years in American day care, I am very familiar with circle time.

But I was in this Shanghai classroom as a professor, with college students from many different countries in a class I’m teaching here on children and childhood.

We were observing in a private kindergarten, designed to provide young children — starting at age 2 — with a carefully structured, fully bilingual curriculum, especially important because English language skills are vital for educational success in China.

Visits to Chinese educational institutions allow the college students in my course to get a look at real children and the ways that they learn, while also thinking about Chinese society today. They get windows onto certain slices of this complex country: a high-end private bilingual program that starts with toddlers; a city high school for academically gifted students; a middle school created for the children of the rural migrants who have come by the millions from China’s poorer provinces to work in Shanghai, but whose rights to social benefits are severely limited in the city.

These visits offer the college students insights into many of the social issues facing China, and we spend time in class discussing questions like the huge role that the annual gaokao college entrance exam plays in determining a child’s educational destiny (English is one of the required subjects), the pressures on families that create a culture of cram schools, and the controversies over reserving spots in colleges for kids from rural areas.

But all of those questions have powerful resonances when you think about the issues of childhood education and child development, which have to be addressed in every country. As my college students discuss the different facets of childhood around the world, visiting the Chinese schools also helps them in remembering and thinking about what children look like at different ages, and how they play and interact and learn.

Available in : https://www.nytimes.com/2020/01/20/, accessed on February 26th, 2020. Adapted

Read the text below and answer the question that follow:

Text 1 - News from Japan

Japanese tsunami dog and owner reunited

A dog that was rescued after spending three weeks floating at sea after a huge earthquake and tsunami has been reunited with its owner, who recognized the dog when she saw a TV news report on the rescue on Friday.

The dog was found by a Japan Coast Guard crew on a roof drifting some 1.8km off the coast of one of the worst-hit areas along Japan's north-east coast. The roof that the dog was found on is believed to have broken off the house and been washed out to sea by the retreating waters of the devastating tsunami.

The two-year-old dog called Ban had an emotional reunion with its owner at an animal care center where it had been taken to be looked after. Local media reported that Ban immediately jumped up and was very excited when the owner appeared. “We'll never let go of her,” said the owner, who wished to remain anonymous.

Taken from: https://www.usingenglish.com/comprehension/